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This video tutorial focuses on using basic fixed effects models in Stata with the Crime 2 dataset. The dataset contains information on the number of crimes in cities in 1982 and 1987, along with population, unemployment rate, and number of police officers. The tutorial discusses the relationship between unemployment rate and crime, using the ID variable to identify unique cities. The dummy variable DAT7 indicates the year 1987, with pairs of numbers in the ID column corresponding to each city.